"Elastic Cloud" matching MCP servers:

• Browserbase MCP Server

  AI-Zebra

  A

  license

  A

  quality

  D

  maintenance

  Enables cloud browser automation through Browserbase and Stagehand, allowing LLMs to interact with web pages, take screenshots, extract data, and perform automated actions with support for proxies, stealth mode, and parallel sessions.

  Last updated 2025-07-28

  14

  3,964

  Apache 2.0

• Spider MCP Server

  spider-rs

  A

  license

  A

  quality

  D

  maintenance

  Enables AI agents to crawl, scrape, search, and automate browsers with anti-bot bypass, providing fast web access via 22 tools.

  Last updated 2026-05-22

  22

  94

  2

  MIT

• Firecrawl MCP Server

  ashishdevthakur3-max

  A

  license

  A

  quality

  D

  maintenance

  Enables web scraping, crawling, and content extraction by integrating with the Firecrawl API. It supports deep research, batch scraping, and automatic rate limiting for both cloud and self-hosted environments.

  Last updated 2025-08-05

  8

  57,892

  MIT

• Browserbase MCP Server

  Xxx00xxX33

  A

  license

  A

  quality

  D

  maintenance

  Enables cloud browser automation through Browserbase and Stagehand, allowing LLMs to navigate web pages, extract data, take screenshots, fill forms, and perform automated web interactions with multi-session support.

  Last updated 2025-07-30

  14

  2,046

  Apache 2.0

• Browserbase MCP Server

  ImRonAI

  A

  license

  A

  quality

  D

  maintenance

  Provides cloud browser automation using Browserbase and Stagehand, enabling LLMs to navigate, extract data, take screenshots, and perform web interactions.

  Last updated 2025-09-12

  17

  2,046

  Apache 2.0

• webclaw

  0xMassi

  A

  license

  A

  quality

  A

  maintenance

  Web content extraction for AI agents. 10 tools: scrape, crawl, map, batch, extract, summarize, diff, brand, search, research. Uses TLS fingerprinting to bypass anti-bot without a headless browser. Outputs LLM-optimized markdown with 67% fewer tokens than raw HTML.

  Last updated 2026-07-02

  10

  1,735

  AGPL 3.0

• Browserbase MCP Server

  vaibhavAtlys

  A

  license

  A

  quality

  D

  maintenance

  Enables LLMs to control cloud browsers for web automation, data extraction, screenshots, and form interactions using Browserbase and Stagehand with support for multiple AI models and parallel browser sessions.

  Last updated 2025-08-17

  17

  2,046

  Apache 2.0

• Browserbase MCP Server

  RonsDad

  A

  license

  A

  quality

  D

  maintenance

  Enables cloud browser automation using Browserbase and Stagehand to interact with web pages, extract data, take screenshots, and perform automated actions with AI-powered natural language commands.

  Last updated 2025-08-20

  17

  2,046

  Apache 2.0

• MCP Firecrawl

  mustafamemon265789-cloud

  F

  license

  A

  quality

  C

  maintenance

  A production-ready Model Context Protocol (MCP) server that integrates with the Firecrawl API to give AI assistants the power to scrape, crawl, and search the web.

  Last updated 2026-06-19

  3

• Browserbase MCP Server

  kolbertistvan2

  A

  license

  A

  quality

  -

  maintenance

  Enables AI to control cloud browsers and automate web interactions through Browserbase and Stagehand. Supports web navigation, form filling, data extraction, screenshots, and automated actions with natural language commands.

  Last updated 2025-11-01

  8

  2,046

• Daytona Playwright MCP Server

  jamesmurdza

  F

  license

  A

  quality

  D

  maintenance

  An MCP server that enables users to control a full Chrome browser running in a Daytona cloud sandbox, allowing web browsing, interaction, and screenshot capture through Claude or other MCP clients.

  Last updated 2026-04-24

  26

• BrowserCat MCP Server

  dmaznest

  A

  license

  A

  quality

  D

  maintenance

  Provides cloud-based browser automation capabilities that allow LLMs to interact with web pages, capture screenshots, and execute JavaScript. It eliminates the need for local browser installations by leveraging BrowserCat's API for navigation and UI interaction.

  Last updated 2025-05-06

  7

  4

  1

  MIT

• Umami MCP Server

  lukasschmit

  A

  license

  A

  quality

  F

  maintenance

  Enables AI assistants to interact with Umami Analytics for both Cloud and self-hosted instances. It provides tools to retrieve website statistics, visitor metrics, pageview trends, and real-time active user counts.

  Last updated 2026-02-21

  5

  1

  MIT

• Firecrawl MCP Server

  Krieg2065

  A

  license

  A

  quality

  D

  maintenance

  Integrates Firecrawl web scraping capabilities including scraping, crawling, searching, extracting structured data, deep research, and batch processing with support for both cloud and self-hosted instances.

  Last updated 2025-04-03

  10

  57,892

  2

  MIT
• 

  BrowserCat MCP Server (Browserofficial

  browsercat

  A

  license

  B

  quality

  D

  maintenance

  A Model Context Protocol server that provides browser automation capabilities using BrowserCat's cloud browser service. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment without needing to install browsers locally.

  Last updated 2025-03-21

  7

  4

  6

  MIT

• Leapfrog MCP

  anthonybono21-cloud

  A

  license

  B

  quality

  D

  maintenance

  Multi-session browser MCP server that gives AI agents up to 15 fully-isolated browsers running in parallel. 36 tools including navigation, extraction, network intercept, stealth, and self-improvement. Each session has its own cookies, storage, and fingerprint so agents never collide.

  Last updated 2026-04-09

  37

  104

  5

  MIT

• Reddit MCP Server

  mypracticaltools

  A

  license

  B

  quality

  D

  maintenance

  Enables AI agents to search Reddit for posts, comments, and users or monitor for high-intent leads and brand mentions. It functions by delegating scraping tasks to high-performance Apify cloud actors.

  Last updated 2026-01-13

  2

  98

  7

  MIT

• BrowserCat MCP Server

  pipethedev

  A

  license

  B

  quality

  D

  maintenance

  Enables LLMs to automate web browsing through BrowserCat's cloud browser service, including navigation, screenshots, JavaScript execution, and form interactions without requiring local browser installation.

  Last updated 2025-05-25

  7

  4

  MIT

• apex-browser-mcp

  apexradius

  A

  license

  B

  quality

  B

  maintenance

  Local, multi-session MCP server driving real Chrome, Chromium, WebKit, and Safari engines, with attach-to-running-Chrome support, no API keys or cloud required.

  Last updated 2026-07-19

  10

  MIT
• 

  OpenSERP Cloudofficial

  openserpapi

  A

  license

  B

  quality

  C

  maintenance

  Search API for AI, SEO & automation. Browser-rendered Google, Bing, Yandex, Baidu, DuckDuckGo and Ecosia results with URL extraction (+image search and engine metadata tools)

  Last updated 2026-07-09

  9

  292

  MIT